pymc
https://github.com/pymc-devs/pymc
Python
Bayesian Modeling in Python
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- Issues
- Fail on unexpected warnings in test_cumsum
- BUG: Normal log-CDF helpers evaluate sqrt(2) in float32; Categorical(logit_p) and two-sided Truncated(Gamma) underflow
- Fix posterior predictive expansion example for DataTree
- Honor mode when compiling Metropolis-family logp functions
- BUG: Metropolis/DEMetropolis/DEMetropolisZ ignore the mode argument when compiling logp
- Fix model logp dispatch for matrix CustomDist
- Add ADVI float32 test and wire it into the CI test matrix
- BUG: Matrix CustomDist fails model logp compilation on use_jacobian keyword
- DOC: expand_dims example for sample_posterior_predictive does not work
- Store sampling states as zarr struct arrays
- Docs
- Python not yet supported